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New Risk / Single-Tool Dependence
Putting all your training, workflows, and company knowledge in one tool raises the cost of an outage.
Why it matters
Keep critical playbooks portable and a manual path ready.
New Opportunity / Owned AI vs. Rented AI
Run on your servers or private cloud.
More control.
You manage compute, security + updates.
Use through a subscription or API.
Less infrastructure to run.
You depend on provider access + uptime.
Private infrastructure for sensitive work and pricing flexibility.
Savings not publicly quantified.
Cloud tools remain in use.
Why it matters
Match each workload to its data needs, capabilities, and total cost.